Academic Staff Roster includes academic activity information for 2017 and before; therefore the visible titles of faculty members may not be up to date. Academic activity information for 2018 and onwards can be tracked through AVESIS (Academic Data Management System).

Prof.Dr. FATOŞ TUNAY YARMAN VURAL (RETIRED)
FACULTY OF ENGINEERING
PublicationsResearchMembership & Awards
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Phone :  +90312210 5595
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Education

  Bachelor's, ITU, Electric-electronic. Eng.
  Master's, Bogazici, Electric-electronic. Eng.
  Doctorate, Princeton Univ., Computer Science

Research

Thesis Supervised

  A.1 Acceleration Induced Blackout Detection Using Matched Filtering. Msc Thesis. K. Jakobs. (1987)
  A.2 Parametric Estimation of EEG Under Acceleration Stress. Msc Thesis. M. Pyron. (1987)
  A.3 Application of Markov Random Fields to Textured Images. Msc Thesis. O. Şener. (1990)
  A.4 Ottoman Script Recognition by Hidden Markov Models. Msc Thesis. K. Özdemir. (1992)
  A.5 METU VISION- An Image Processing Toolkit. Msc Thesis. L. Yener. (1994)
  A.6 Ottoman Script Recognition by Using Hidden Markov Model. Msc Thesis. A.Atıcı. (1994)
  A.7 Transcription of Ottoman Script. Msc Thesis. A. Şişman. (1995)
  A.8 A Temporal Database for Real Estates. Msc Thesis. T. Ozsoy. (1997)
  A.9 Optical Character Recognition Without Segmentation. Msc Thesis. M.A. Ozdil. (1997)
  A.10 A New Set of Texture Similarity Measures. Msc Thesis. A.Çarkacıoglu. (1997)
  A.11 An Off-line Character Recognition System for Free Style Handwriting. Msc Thesis. Nafiz Arıca. (1998)
  A.12 NES: an Image File Format for Content Based Representation. Msc Thesis. Neslişah Dicle. (2000)
  A.13 3D Landscape Rendering and Simulation of Environment Development. Msc Thesis. Murat Balcı. (2001)
  A.14 Intelligent Segmentation by Observing the Trends in Region Homogenity. Msc Thesis. Oguz Mut. (2001)
  A.15 Texture Descriptors for Content-Based Image Retrieval. Phd Thesis. Abdurrahman Çarkacıoğlu. (2003)
  A.16 Translating Images to Words: A Novel Approach for Object Recognition. Phd Thesis. Pınar Duygulu-Sahin. (2003)
  A.17 SHAPE:Representation, Description, Similarity and Recognition. Phd Thesis. Nafiz Arıca. (2003)
  A.18 An Image Retrieval System Based on Region Classification. Msc Thesis. Ozge Can Ozcanlı. (2004)
  A.19 Generalized beam Angle Statistics. Msc Thesis. Omer Onder Tola. (2004)
  A.20 Automatic image annotation by ensemble of visual descriptors. Msc Thesis. Emre Akbaş. (2006)
  A.21 A hierarchical object localization and image retrieval framework. Phd Thesis. Mutlu Uysal. (2006)
  A.22 PERFORMANCE ANALYSIS OF STACKED GENERALIZATION. Msc Thesis. METE ÖZAY. (2008)
  A.23 HANOLISTIC: A HIERARCHICAL AUTOMATIC IMAGE ANNOTATION SYSTEM USING HOLISTIC APPROACH. Msc Thesis. ÖZGE ÖZTİMUR. (2008)
  A.24 Image Annotation With Semi-Supervised Clustering. Phd Thesis. Ahmet Sayar. (2009)
  A.25 A NOVEL REFINEMENT METHOD FOR AUTOMATIC IMAGE ANNOTATION SYSTEMS. Msc Thesis. ERŞAN DEMİRCİOĞLU. (2011)
  A.26 IMPROVING EDGE DETECTION USING INTERSECTION CONSISTENCY. Msc Thesis. SERDAR ÇİFTÇİ. (2011)
  A.27 MACHINE LEARNING METHODS FOR OPPONENT MODELING IN GAMES OF IMPERFECT INFORMATION. Msc Thesis. VOLKAN ŞİRİN. (2012)
  A.28 AUTOMATED BUILDING DETECTION FROM SATELLITE IMAGES BY USING SHADOW INFORMATION AS AN OBJECT INVARIANT. Msc Thesis. BARIŞ YÜKSEL. (2012)
  A.29 AUTOMATED CARICATURE GENERATION VIA STANDARDIZED SKETCH PROCEDURE. Msc Thesis. BETÜL KURUOĞLU. (2012)
  A.30 A HOLISTIC APPROACH FOR PARALLEL MULTISENSOR DATA FUSION AND ITS APPLICATION TO REMOTE SENSING DATA . Phd Thesis. METE ÖZAY. (2013)
  A.31 SELF-SUPERVISED BUILDING DETECTION WITH DECISION FUSION. Phd Thesis. ÇAĞLAR ŞENARAS. (2013)
  A.32 CONTEXTUAL MODELING OF REMOTE SENSING IMAGES WITH CONDITIONAL RANDOM FIELDS. Msc Thesis. GÜLCAN CAN. (2013)
  A.33 FUNCTIONAL CONNECTIVITY ANALYSIS ON FMRI DATA USING MACHINE LEARNING TECHNIQUES. Msc Thesis. ITIR ÖNAL. (2013)
  A.34 A NEW CHANGE DETECTION METHOD USING DOUBLE SEGMENTATION AND ITS APPLICATION ON REMOTELY SENSED IMAGES. Msc Thesis. EKİN GEDİK. (2013)
  A.35 A NOVEL GENERALIZED OBJECT DETECTION FRAMEWORK FOR REMOTELY SENSED IMAGES. Msc Thesis. ÜMİT RUŞEN AKTAŞ. (2013)
  A.36 CLUSTERING BASED IMAGE SEGMENTATION. Phd Thesis. ÖZGE ÖZTİMUR KARADAĞ. (2014)
  A.37 ESTIMATING BORDER OWNERSHIP USING ITERATIVE VECTOR VOTING AND CONDITIONAL RANDOM FIELDS. Msc Thesis. BUĞRA ÖZKAN. (2014)
  A.38 VISUAL CONCEPT DETECTION BY STACKED GENERALIZATION. Msc Thesis. MASHAR TEKİN. (2014)
  A.39 NEW DIMENSION REDUCTION TECHNIQUE FOR BRAIN DECODING. Msc Thesis. ARMAN AFRASIYABI. (2015)
  A.40 AN FMRI SEGMENTATION METHOD UNDER MARKOV RANDOM FIELDS FOR BRAIN DECODING. Msc Thesis. EMRE AKSAN. (2015)
  A.41 A GENERIC OBJECT RECOGNITION ALGORITHM USING IMAGE MORPHOLOGY AND TREE GRAMMERS. Msc Thesis. BATUHAN KARAGÖZ. (2015)
  A.42 DECODING MULTI-SUBJECT FMRI DATA BY USING MACHINE LEARNING TECHNIQUES. Msc Thesis. BURAK VELİOĞLU. (2016)
  A.43 TRAINING METHODOLOGY FOR A MULTIPLICATION FREE IMPLEMENTABLE OPERATOR BASED NEURAL NETWORKS. Msc Thesis. OZAN YILDIZ. (2017)
  A.44 CEREBRA: A 3-D VISUALIZATION AND PROCESSING TOOL FOR BRAIN NETWORK EXTRACTED FROM FMRI DATA. Msc Thesis. BARIŞ NASIR. (2017)
  A.45 A HIERARCHICAL REPRESENTATION AND DECODING OF FMRI DATA BY PARTITIONING A BRAIN NETWORK. Msc Thesis. HAZAL MOĞULTAY. (2017)
  A.46 AN INFORMATION THEORETIC REPRESENTATION OF SPATIO-TEMPORAL BRAIN CONNECTIVITY FOR COGNITIVE STATE CLASSIFICATION. Phd Thesis. ITIR ÖNAL ERTUĞRUL. (2017)
  A.47 CONNECTIONIST MULTI-SEQUENCE MODELLING AND APPLICATIONS TO MULTILINGUAL NEURAL MACHINE TRANSLATION. Phd Thesis. ORHAN FIRAT. (2017)
  A.48 COMPRESSIVE SENSING METHODS FOR MULTI-CONTRAST MAGNETIC RESONANCE IMAGING. Msc Thesis. ALPER GÜNGÖR. (2017)

Project Work

  A.1 Content Based Representation and Retrieval of Multimedia Documents. NSF and TÜBİTAK, 1 MAY 1997 - 1 AUGUST 2000. Coordinator .
  A.2 Multimedia Document Analysis and Representation for Content Based Indexing and Retrieval. National Science Foundation-TUBITAK, 1 MAY 1998 - 1 MAY 2001. Coordinator .
  A.3 IDEA. SEM, 1 JANUARY 1999 - 1 DECEMBER 1999. Coordinator .
  A.4 Çoklu Ortam Veritabanlarında Kullanıcı Etkileşimi ile İçeriğe Dayalı Görüntü Erişimi. AFP, - . Coordinator .
  A.5 Video Görüntülerinden 3B İnsan Yüzü Görüntülerinden İnsan Yüzü Modelleme. AFP, 1 JUNE 2001 - 1 JUNE 2002. Coordinator .
  A.6 IDEA Course Development on Internet. SEM, 1 MAY 2001 - 1 NOVEMBER 2001. Researcher .
  A.7 Öğretim Üyesi Yetiştirme Programı. DPT, 1 JANUARY 2002 - 1 DECEMBER 2002. Coordinator .
  A.8 E-Devlet İçin Bilgisayar Destekli Görsel Dökümantasyon, Arşiv Sistemi, İmge Ve Video Ends. (yuup). DPT, 1 JANUARY 2004 - 1 DECEMBER 2005. Researcher .
  A.9 Bilim ve Toplum Projesi. Devlet Planlama Teşkilatı, 1 JANUARY 2006 - 1 DECEMBER 2008. Coordinator .
  A.10 Güvenlik için sensör füzyon modellemesi. BAP-1 (Excluding thesis supports) , 1 JANUARY 2009 - 1 DECEMBER 2010. Local Coordinator .
  A.11 Güvenlik için Sensör Füzyon Modellemesi. BAP-1 (Excluding thesis supports) , 1 JANUARY 2009 - 1 DECEMBER 2011. Local Coordinator .
  A.12 HASAT Otomatik Hedef Tanıma Algoritmaları Geliştirilmesi. DSİM Projects , 1 JULY 2010 - 1 JULY 2013. Local Coordinator .
  A.13 HASAT Otomatik Hedef Tanıma Algoritmaları Geliştirilmesi. DSİM Projects , 1 JANUARY 2012 - 1 MARCH 2012. Local Coordinator .
  A.14 Sentiment Classification Using Multimodal Data. OTHER INTERNATIONAL AGENCIES Google Inc., 1 JANUARY 2012 - 1 MARCH 2012. International Coordinator .
  A.15 Yerel Voksel Ağları ile Beyin Sinyalleri Kullanarak Bilişsel Süreçlerin Modellenmesi ve Otomatik Olarak Sınıflandırılması. BAP-1 (Excluding thesis supports) , 1 JANUARY 2013 - 1 DECEMBER 2013. Local Coordinator .
  A.16 HASAT Otomatik Hedef Tanıma Algoritmaları Geliştirilmesi. DSİM Projects , 1 JANUARY 2013 - 1 DECEMBER 2013. Local Coordinator .
  A.17  Yerel Voxel Ağları Ile Beyin Verisi Üzerinden Bilişsel Süreçlerin Modellenmesi Ve Otomatik Olarak Tanınması. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) , 1 APRIL 2013 - 1 OCTOBER 2015. Researcher .
  A.18  Yerel Voxel Ağları Ile Beyin Verisi Üzerinden Bilişsel Süreçlerin Modellenmesi Ve Otomatik Olarak Tanınması. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) , 1 APRIL 2013 - 1 OCTOBER 2015. Local Coordinator .
  A.19 Local Voxel Networks for Modeling and Classification of Brain Activity During Cognitive Processing, Using Brain Signals. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) , 1 APRIL 2013 - 1 NOVEMBER 2014. Local Coordinator .
  A.20 Yerel Voksel Ağları ile Beyin Sinyalleri Kullanarak Bilişsel Süreçlerin Modellenmesi ve Otomatik Olarak Sınıflandırılması. BAP-1 BAP-1 , 1 JANUARY 2013 - 1 DECEMBER 2014. Researcher .
  A.21 HASAT. AGUDOS Project, Consultancy, Test and Experiments. Projects (including SAYP) , 1 JANUARY 2014 - 1 DECEMBER 2014. Researcher .
  A.22 Çok Katmanlı Bilişsel Öğrenme Modeli. Projects funded within the scope of TUBITAK National Academic Support Programs Research Projects in the priority areas, result oriented and with multiple participants (1003, 1007 etc.) , 1 SEPTEMBER 2014 - 1 SEPTEMBER 2016. Researcher .
  A.23 Çok Katmanlı Bilişsel Öğrenme Modeli. Projects funded within the scope of TUBITAK National Academic Support Programs Research Projects in the priority areas, result oriented and with multiple participants (1003, 1007 etc.) , 1 SEPTEMBER 2014 - 1 SEPTEMBER 2016. Local Coordinator .
  A.24 Çok Katmanlı Bilissel Ögrenme Modeli. Projects funded within the scope of TUBITAK National Academic Support Programs Research Projects in the priority areas, result oriented and with multiple participants (1003, 1007 etc.) , 1 SEPTEMBER 2014 - 1 SEPTEMBER 2016. Researcher .
  A.25 Çok Katmanlı Bilişsel Öğrenme Modeli. Projects funded within the scope of TUBITAK National Academic Support Programs Research Projects in the priority areas, result oriented and with multiple participants (1003, 1007 etc.) TUBİTAK1003 (Proje yürürlükte), 1 SEPTEMBER 2014 - 1 SEPTEMBER 2017. Local Coordinator .
  A.26 Çok Katmanlı Bilişsel Öğrenme Modeli. Projects funded within the scope of TUBITAK National Academic Support Programs Research Projects in the priority areas, result oriented and with multiple participants (1003, 1007 etc.) , 1 SEPTEMBER 2014 - 1 SEPTEMBER 2016. Local Coordinator .
  A.27 İnsan Beyninin Derin ve Parelel Bir mimari ile Modellenmesi. Projects funded within the scope of TUBITAK National Academic Support Programs Scientific and Technological Research Projects (3501, 1001 etc.) TUBİTAK1001, 1 APRIL 2017 - 1 APRIL 2019. Local Coordinator .
  A.28 Oyna Yap Bul Öğren. Projects funded within the scope of TUBITAK National Academic Support Programs Short term (shorter than 1 year) research projects with small budget (lower than 30.000 TL) ( 1002 etc.) , 1 JUNE 2017 - 1 NOVEMBER 2017. Local Coordinator .
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